8 Matching Annotations
  1. Feb 2024
    1. Parks, S.A.; Dillon, G.K.; Miller, C. A New Metric for Quantifying Burn Severity: The Relativized Burn Ratio. Remote Sens. 20146, 1827-1844. https://doi.org/10.3390/rs6031827

      Widely used model for #fire-severity prediction for forest wildfires in Canada and USA.

  2. Oct 2023
    1. Neural operators are guaranteed to be discretization invariant, meaning that they can work on any discretization of inputs and converge to a limit upon mesh refinement. Once neural operators are trained, they can be evaluated at any resolution without the need for re-training. In contrast, the performance of standard neural networks can degrade when data resolution during deployment changes from model training.

      Look this up: anyone familiar with this? sounds complicated but very promising for domains with a large range of resolutions (medical-imaging, wildfire-management)

  3. Sep 2023
  4. Aug 2021
  5. Aug 2020
  6. Jun 2020
  7. Dec 2017
    1. Irwin Consulting Services Review - Tips to protect your home from a wildfire

      This year, cases of huge wildfires occurred on multiple continents have made the whole world worried and sad because of such devastating calamity that result in a lot of damaged properties and homes, and even lost lives. Wildfires can cause a tragedy fast and this chaotic phenomenon often gives firefighters and local authorities a hard time extinguishing its raging fires. Natural calamities are frightening and their effects on lands and human lives can be heartbreaking. Wildfires can start any time without any warnings and the path that it is going to take is usually hard to predict.

      Different companies and organizations around the world have been working hard to protect the public from immediate dangers of natural calamities, and one of them is Irwin Consulting Services. And one of their objectives is to protect households from wildfires and this post aims to help you in keeping your home safe against such a natural threat.

      Tip #1: Upgrade your roofs

      Consider about installing ignition resistant roofs since roofs were often the most vulnerable part of the house to fires. Protect your home and your family from the quick fires by having fire-resistant roofs. The most effective and resistant roofs were given the rate of “A” so choose roofs with such label. Maintain a clean roof as well to prevent having piled up dead leaves and become fuel to fires.

      Tip #2: Put double protection on windows

      In order to provide more protection to your house, upgrade your windows and drapes too. Use heat-resistant materials in improving your windows to become fire-resistant. The drastic heat coming from a distant wildfire can already affect your house by going right through the windows and put drapes and furniture on fire. Further protection to your house can begin with installing fire-rated glasses on your windows and investing on non-combustible shutters.

      Tip #3: Choose the most convenient location

      Learn about the location of where you are going to buy or build a house. Determine if the neighborhood had a lot of incident of fires in the recent years. Make sure of a place that will not threaten the safety of your home and your family. Irwin Consulting Services encourages you to do a careful research regarding this subject.

      Tip #4: Put adjustments on the site layout

      Make wider driveways, patios and even put low-growing fire-retardant plants to have at least 30 meters of distance and incombustible material between the wild lands and your home. Wider driveways and turn-around is also for the convenience of firefighters in bringing their huge and heavy equipment close to your home in the event of emergencies.

      Tip #5: Keep your green surroundings clean

      Clean the dead and decaying wood around your home because such can also be the reason to start a fire in your area. Do not forget about fallen and dead branches as well. Branches close to your roof or overhangs it should be cut. Maintain a clean setting around your house especially in spots that have a lot of trees.

      Tip #6: Watch out for embers

      Never ignore the danger that flying embers could bring to your house. The openings of eaves and vents are the most vulnerable parts of the house to embers because it can fly into them and can begin a fire inside. Keep those openings screened and properly maintained to avoid tragedies inside your shelter. Gutters should also be cleaned for added protection.

      Irwin Consulting Services would like each household to aim for a better protection at their homes and be prepared for any natural calamities to avoid regrets. Be safe always.